2009 | ||
---|---|---|
82 | EE | Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson: A Hierarchical Classification Ant Colony Algorithm for Predicting Gene Ontology Terms. EvoBIO 2009: 68-79 |
81 | EE | Nicholas Holden, Alex Alves Freitas: Hierarchical classification of protein function with ensembles of rules and particle swarm optimisation. Soft Comput. 13(3): 259-272 (2009) |
2008 | ||
80 | EE | Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson: cAnt-Miner: An Ant Colony Classification Algorithm to Cope with Continuous Attributes. ANTS Conference 2008: 48-59 |
79 | EE | Roberto Teixeira Alves, Myriam Regattieri Delgado, Alex Alves Freitas: Multi-label Hierarchical Classification of Protein Functions with Artificial Immune Systems. BSB 2008: 1-12 |
78 | EE | Eduardo P. Costa, Ana Carolina Lorena, André C. P. L. F. Carvalho, Alex Alves Freitas: Top-Down Hierarchical Ensembles of Classifiers for Predicting G-Protein-Coupled-Receptor Functions. BSB 2008: 35-46 |
77 | EE | Nicholas Holden, Alex Alves Freitas: Improving the Performance of Hierarchical Classification with Swarm Intelligence. EvoBIO 2008: 48-60 |
76 | EE | Mudassar Iqbal, Alex Alves Freitas, Colin G. Johnson: Protein Interaction Inference Using Particle Swarm Optimization Algorithm. EvoBIO 2008: 61-70 |
75 | EE | Andrew Secker, Matthew N. Davies, Alex Alves Freitas, Jonathan Timmis, Edward Clark, Darren R. Flower: An Artificial Immune System for Evolving Amino Acid Clusters Tailored to Protein Function Prediction. ICARIS 2008: 242-253 |
74 | EE | Vitoantonio Bevilacqua, Filippo Menolascina, Roberto Teixeira Alves, Stefania Tommasi, Giuseppe Mastronardi, Myriam Regattieri Delgado, Angelo Paradiso, Giuseppe Nicosia, Alex Alves Freitas: Artificial Immune Systems in Bioinformatics. Computational Intelligence in Biomedicine and Bioinformatics 2008: 271-295 |
73 | EE | Gisele L. Pappa, Alex Alves Freitas: Discovering New Rule Induction Algorithms with Grammar-based Genetic Programming. Soft Computing for Knowledge Discovery and Data Mining 2008: 133-152 |
72 | EE | Alex Alves Freitas: A Review of evolutionary Algorithms for Data Mining. Soft Computing for Knowledge Discovery and Data Mining 2008: 79-111 |
71 | EE | Andrew Secker, Alex Alves Freitas, Jon Timmis: AISIID: An artificial immune system for interesting information discovery on the web. Appl. Soft Comput. 8(2): 885-905 (2008) |
70 | EE | Matthew N. Davies, Andrew Secker, Alex Alves Freitas, Edward Clark, Jonathan Timmis, Darren R. Flower: Optimizing amino acid groupings for GPCR classification. Bioinformatics 24(18): 1980-1986 (2008) |
69 | EE | Mudassar Iqbal, Alex Alves Freitas, Colin G. Johnson, Massimo Vergassola: Message-passing algorithms for the prediction of protein domain interactions from protein-protein interaction data. Bioinformatics 24(18): 2064-2070 (2008) |
68 | EE | Filippo Menolascina, Roberto Teixeira Alves, Stefania Tommasi, Patrizia Chiarappa, Myriam Regattieri Delgado, Vitoantonio Bevilacqua, Giuseppe Mastronardi, Alex Alves Freitas, Angelo Paradiso: Fuzzy rule induction and artificial immune systems in female breast cancer familiarity profiling. Int. J. Hybrid Intell. Syst. 5(3): 161-165 (2008) |
2007 | ||
67 | EE | Eduardo P. Costa, Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas, Nicholas Holden: Comparing Several Approaches for Hierarchical Classification of Proteins with Decision Trees. BSB 2007: 126-137 |
66 | EE | Filippo Menolascina, Roberto Teixeira Alves, Stefania Tommasi, Patrizia Chiarappa, Myriam Regattieri Delgado, Giuseppe Mastronardi, Angelo Paradiso, Alex Alves Freitas, Vitoantonio Bevilacqua: Induction of fuzzy rules with artificial immune systems in acgh based er status breast cancer characterization. GECCO 2007: 431 |
65 | EE | Elon S. Correa, Alex Alves Freitas, Colin G. Johnson: Particle swarm and bayesian networks applied to attribute selection for protein functional classification. GECCO (Companion) 2007: 2651-2658 |
64 | EE | Nicholas Holden, Alex Alves Freitas: A hybrid PSO/ACO algorithm for classification. GECCO (Companion) 2007: 2745-2750 |
63 | EE | Andrew Secker, Alex Alves Freitas: WAIRS: improving classification accuracy by weighting attributes in the AIRS classifier. IEEE Congress on Evolutionary Computation 2007: 3759-3765 |
62 | EE | Filippo Menolascina, Roberto Teixeira Alves, Stefania Tommasi, Patrizia Chiarappa, Myriam Regattieri Delgado, Vitoantonio Bevilacqua, Giuseppe Mastronardi, Alex Alves Freitas, Angelo Paradiso: Fuzzy Rule Induction and Artificial Immune Systems in Female Breast Cancer Familiarity Profiling. KES (3) 2007: 830-837 |
61 | EE | César S. de Oliveira, Aruanda Simões Goncalves Meiguins, Bianchi Serique Meiguins, Paulo Igor Alves Godinho, Alex Alves Freitas: EDACluster: An Evolucionary Density and Grid-Based Clustering Algorithm. SBBD 2007: 175-189 |
60 | EE | Matthew N. Davies, Andrew Secker, Alex Alves Freitas, Miguel Mendao, Jonathan Timmis, Darren R. Flower: On the hierarchical classification of G protein-coupled receptors. Bioinformatics 23(23): 3113-3118 (2007) |
59 | EE | Alex Alves Freitas, Jonathan Timmis: Revisiting the Foundations of Artificial Immune Systems for Data Mining. IEEE Trans. Evolutionary Computation 11(4): 521-540 (2007) |
2006 | ||
58 | EE | Gisele L. Pappa, Alex Alves Freitas: Automatically Evolving Rule Induction Algorithms. ECML 2006: 341-352 |
57 | EE | Nick Miles, Alex Alves Freitas, Stephen Serjeant: Estimating photometric redshifts with genetic algorithms. GECCO 2006: 1593-1594 |
56 | EE | Allen Chan, Alex Alves Freitas: A new ant colony algorithm for multi-label classification with applications in bioinfomatics. GECCO 2006: 27-34 |
55 | EE | Elon S. Correa, Alex Alves Freitas, Colin G. Johnson: A new discrete particle swarm algorithm applied to attribute selection in a bioinformatics data set. GECCO 2006: 35-42 |
54 | EE | James Smaldon, Alex Alves Freitas: A new version of the ant-miner algorithm discovering unordered rule sets. GECCO 2006: 43-50 |
2005 | ||
53 | Mathieu S. Capcarrère, Alex Alves Freitas, Peter J. Bentley, Colin G. Johnson, Jon Timmis: Advances in Artificial Life, 8th European Conference, ECAL 2005, Canterbury, UK, September 5-9, 2005, Proceedings Springer 2005 | |
52 | EE | Allen Chan, Alex Alves Freitas: A New Classification-Rule Pruning Procedure for an Ant Colony Algorithm. Artificial Evolution 2005: 25-36 |
51 | Aruanda Simões Gonçalves, Alex Alves Freitas, Rodrigo Kato, Roberto Célio Limão de Oliveira: Using Genetic Algorithms to Mine Interesting Dependence Modeling Rules. Databases and Applications 2005: 1-6 | |
50 | EE | Gisele L. Pappa, Anthony J. Baines, Alex Alves Freitas: Predicting post-synaptic activity in proteins with data mining. ECCB/JBI 2005: 25 |
49 | EE | Denise Fukumi Tsunoda, Heitor Silvério Lopes, Alex Alves Freitas: An Evolutionary Approach for Motif Discovery and Transmembrane Protein Classification. EvoWorkshops 2005: 105-114 |
48 | EE | Deborah R. Carvalho, Alex Alves Freitas, Nelson F. F. Ebecken: Evaluating the Correlation Between Objective Rule Interestingness Measures and Real Human Interest. PKDD 2005: 453-461 |
47 | Rafael S. Parpinelli, Heitor Silvério Lopes, Alex Alves Freitas: Classification-Rule Discovery with an Ant Colony Algorithm. Encyclopedia of Information Science and Technology (I) 2005: 420-424 | |
46 | Alex Alves Freitas: Evolutionary Algorithms for Data Mining. The Data Mining and Knowledge Discovery Handbook 2005: 435-467 | |
45 | EE | Deborah R. Carvalho, Alex Alves Freitas: Evaluating Six Candidate Solutions for the Small-Disjunct Problem and Choosing the Best Solution via Meta-Learning. Artif. Intell. Rev. 24(1): 61-98 (2005) |
2004 | ||
44 | EE | Carlos Nascimento Silla Jr., Gisele L. Pappa, Alex Alves Freitas, Celso A. A. Kaestner: Automatic Text Summarization with Genetic Algorithm-Based Attribute Selection. IBERAMIA 2004: 305-314 |
43 | EE | Roberto Teixeira Alves, Myriam Regattieri Delgado, Heitor S. Lopes, Alex Alves Freitas: An Artificial Immune System for Fuzzy-Rule Induction in Data Mining. PPSN 2004: 1011-1020 |
42 | EE | Nicholas Holden, Alex Alves Freitas: Web Page Classification with an Ant Colony Algorithm. PPSN 2004: 1092-1102 |
41 | EE | Wesley Romão, Alex Alves Freitas, Itana Maria de Souza Gimenes: Discovering interesting knowledge from a science and technology database with a genetic algorithm. Appl. Soft Comput. 4(2): 121-137 (2004) |
40 | EE | Celia C. Bojarczuk, Heitor S. Lopes, Alex Alves Freitas, Edson L. Michalkiewicz: A constrained-syntax genetic programming system for discovering classification rules: application to medical data sets. Artificial Intelligence in Medicine 30(1): 27-48 (2004) |
39 | EE | Deborah R. Carvalho, Alex Alves Freitas: A hybrid decision tree/genetic algorithm method for data mining. Inf. Sci. 163(1-3): 13-35 (2004) |
38 | EE | Alex Alves Freitas: A critical review of multi-objective optimization in data mining: a position paper. SIGKDD Explorations 6(2): 77-86 (2004) |
2003 | ||
37 | EE | Celia C. Bojarczuk, Heitor S. Lopes, Alex Alves Freitas: An Innovative Application of a Constrained-Syntax Genetic Programming System to the Problem of Predicting Survival of Patients. EuroGP 2003: 11-21 |
36 | EE | Fernando E. B. Otero, Monique M. S. Silva, Alex Alves Freitas, Júlio C. Nievola: Genetic Programming for Attribute Construction in Data Mining. EuroGP 2003: 384-393 |
35 | EE | Andrew Secker, Alex Alves Freitas, Jon Timmis: A Danger Theory Inspired Approach to Web Mining. ICARIS 2003: 156-167 |
34 | EE | Alex Alves Freitas, Jon Timmis: Revisiting the Foundations of Artificial Immune Systems: A Problem-Oriented Perspective. ICARIS 2003: 229-241 |
33 | EE | Andrew Secker, Alex Alves Freitas, Jon Timmis: AISEC: an artificial immune system for e-mail classification. IEEE Congress on Evolutionary Computation (1) 2003: 131-138 |
32 | A. Ghosh, Alex Alves Freitas: Guest editorial data mining and knowledge discovery with evolutionary algorithms. IEEE Trans. Evolutionary Computation 7(6): 517-518 (2003) | |
2002 | ||
31 | Deborah R. Carvalho, Alex Alves Freitas: A Genetic Algorithm With Sequential Niching For Discovering Small-disjunct Rules. GECCO 2002: 1035-1042 | |
30 | Wesley Romão, Alex Alves Freitas, Roberto C. S. Pacheco: A Genetic Algorithm For Discovering Interesting Fuzzy Prediction Rules: Applications To Science And Technology Data. GECCO 2002: 1188-1195 | |
29 | Otavio Larsen, Alex Alves Freitas, Júlio C. Nievola: Constructing X-of-n Attributes With A Genetic Algorithm. GECCO 2002: 1268 | |
28 | Fernando E. B. Otero, Monique M. S. Silva, Alex Alves Freitas: Genetic Programming For Attribute Construction In Data Mining. GECCO 2002: 1270 | |
27 | Otavio Larsen, Alex Alves Freitas, Júlio C. Nievola: Constructing X-of-N Attributes with a Genetic Algorithm. GECCO Late Breaking Papers 2002: 316-322 | |
26 | Fernando E. B. Otero, Monique M. S. Silva, Alex Alves Freitas: Genetic Programming for Attribute Construction in Data Mining. GECCO Late Breaking Papers 2002: 370-376 | |
25 | EE | Joel Larocca Neto, Alex Alves Freitas, Celso A. A. Kaestner: Automatic Text Summarization Using a Machine Learning Approach. SBIA 2002: 205-215 |
24 | EE | Rafael S. Parpinelli, Heitor S. Lopes, Alex Alves Freitas: Mining Comprehensible Rules from Data with an Ant Colony Algorithm. SBIA 2002: 259-269 |
23 | EE | Gisele L. Pappa, Alex Alves Freitas, Celso A. A. Kaestner: Attribute Selection with a Multi-objective Genetic Algorithm. SBIA 2002: 280-290 |
22 | EE | Deborah R. Carvalho, Alex Alves Freitas: A genetic-algorithm for discovering small-disjunct rules in data mining. Appl. Soft Comput. 2(2): 75-88 (2002) |
21 | Rafael S. Parpinelli, Heitor S. Lopes, Alex Alves Freitas: Data mining with an ant colony optimization algorithm. IEEE Trans. Evolutionary Computation 6(4): 321-332 (2002) | |
2001 | ||
20 | EE | Roberto R. F. Mendes, Fabricio de B. Voznika, Alex Alves Freitas, Júlio C. Nievola: Discovering Fuzzy Classification Rules with Genetic Programming and Co-evolution. PKDD 2001: 314-325 |
19 | Carem C. Fabris, Alex Alves Freitas: Incorporating Deviation-Detection Functionality into the OLAP Paradigm. SBBD 2001: 274-285 | |
18 | Alex Alves Freitas: Understanding the Crucial Role of Attribute Interaction in Data Mining. Artif. Intell. Rev. 16(3): 177-199 (2001) | |
17 | Alex Alves Freitas: Book Review: Data Mining Using Grammar-Based Genetic Programming and Applications. Genetic Programming and Evolvable Machines 2(2): 197-199 (2001) | |
2000 | ||
16 | Deborah R. Carvalho, Alex Alves Freitas: A hybrid decision tree/genetic algorithm for coping with the problem of small disjuncts in data mining. GECCO 2000: 1061-1068 | |
15 | Edgar Noda, Alex Alves Freitas, Heitor S. Lopes: Comparing a Genetic Algorithm with a Rule Induction Algorithm in the Data Mining Task of Dependence Modeling. GECCO 2000: 1080 | |
14 | EE | Joel Larocca Neto, Alexandre Santos, Celso A. A. Kaestner, Alex Alves Freitas: Generating Text Summaries through the Relative Importance of Topics. IBERAMIA-SBIA 2000: 300-309 |
13 | EE | Deborah R. Carvalho, Alex Alves Freitas: A Genetic Algorithm-Based Solution for the Problem of Small Disjuncts. PKDD 2000: 345-352 |
12 | Brian Drabble, Laurent Chaudron, Catherine Tessier, Sue Abu-Hakima, Steven Willmott, Jim Austin, Boi Faltings, Eugene C. Freuder, Gerhard Friedrich, Alex Alves Freitas, Ulises Cortés, Miquel Sànchez-Marrè, David W. Aha, Irma Becerra-Fernandez, Héctor Muñoz-Avila, Aditya Ghose, Tim Menzies, Ken Satoh, Mary Elaine Califf, Michael T. Cox, Sandip Sen, Patrick Brézillon, Jean-Charles Pomerol, Roy M. Turner, Elise H. Turner: Reports on the AAAI 1999 Workshop Program. AI Magazine 21(1): 95-100 (2000) | |
11 | EE | Alex Alves Freitas: Understanding the Crucial Differences Between Classification and Discovery of Association Rules - A Position Paper. SIGKDD Explorations 2(1): 65-69 (2000) |
1999 | ||
10 | Celia C. Bojarczuk, Heitor S. Lopes, Alex Alves Freitas: Discovering comprehensible classification rules by using Genetic Programming: a case study in a medical domain. GECCO 1999: 953-958 | |
9 | Christina S. Fertig, Alex Alves Freitas, Lucia V. R. Arruda, Celso A. A. Kaestner: A Fuzzy Beam-Search Rule Induction Algorithm. PKDD 1999: 341-347 | |
8 | EE | Simon H. Lavington, Neil Dewhurst, Elwood Wilkins, Alex Alves Freitas: Interfacing knowledge discovery algorithms to large database management systems. Information & Software Technology 41(9): 605-617 (1999) |
7 | EE | Alex Alves Freitas: On rule interestingness measures. Knowl.-Based Syst. 12(5-6): 309-315 (1999) |
1998 | ||
6 | Alex Alves Freitas: On Objective Measures of Rule Surprisingness. PKDD 1998: 1-9 | |
5 | Alex Alves Freitas: Scalable, High-Performance Data Mining with Parallel Processing. PKDD 1998: 477 | |
1997 | ||
4 | Alex Alves Freitas: Towards Large-Scale Knowledge Discovery in Databases (KDD) by Exploiting Parallelism in Generic KDD Primitives. NGITS 1997: 0- | |
3 | Alex Alves Freitas: The Pronciple of Transformation between Efficiency and Effectiveness: Towards a Fair Evaluation of the Cost-Effectiveness of KDD Techniques. PKDD 1997: 299-306 | |
1996 | ||
2 | Alex Alves Freitas, Simon H. Lavington: Speeding up Knowledge Discovery in Large Relational Databases by Means of a New Discretization Algorithm. BNCOD 1996: 124-133 | |
1 | Alex Alves Freitas, Simon H. Lavington: Parallel Data Mining for Very Large Relational Databases. HPCN Europe 1996: 158-163 |